The current study found that the severity of immunodeficiency is a key determinant, with a lower CD4 cell count linked to virologic failure for INSTI-based ARTs at greater odds, a finding corroborated by other studies such as umbrella reviews (47, 53). Here, CD4 is linked to immunodeficiency disease.